• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

生物信息学和下一代数据分析在糖尿病和肥胖症患者中鉴定涉及的基因和分子途径。

Bioinformatics and Next-Generation Data Analysis for Identification of Genes and Molecular Pathways Involved in Subjects with Diabetes and Obesity.

机构信息

Department of General Medicine, Basaveshwara Medical College, Chitradurga 577501, Karnataka, India.

Department of Pharmaceutical Chemistry, K.L.E. College of Pharmacy, Gadag 582101, Karnataka, India.

出版信息

Medicina (Kaunas). 2023 Feb 7;59(2):309. doi: 10.3390/medicina59020309.

DOI:10.3390/medicina59020309
PMID:36837510
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9967176/
Abstract

A subject with diabetes and obesity is a class of the metabolic disorder. The current investigation aimed to elucidate the potential biomarker and prognostic targets in subjects with diabetes and obesity. The next-generation sequencing (NGS) data of GSE132831 was downloaded from Gene Expression Omnibus (GEO) database. Functional enrichment analysis of DEGs was conducted with ToppGene. The protein-protein interactions network, module analysis, target gene-miRNA regulatory network and target gene-TF regulatory network were constructed and analyzed. Furthermore, hub genes were validated by receiver operating characteristic (ROC) analysis. A total of 872 DEGs, including 439 up-regulated genes and 433 down-regulated genes were observed. Second, functional enrichment analysis showed that these DEGs are mainly involved in the axon guidance, neutrophil degranulation, plasma membrane bounded cell projection organization and cell activation. The top ten hub genes (, , , , , , , , and ) could be utilized as potential diagnostic indicators for subjects with diabetes and obesity. The hub genes were validated in subjects with diabetes and obesity. This investigation found effective and reliable molecular biomarkers for diagnosis and prognosis by integrated bioinformatics analysis, suggesting new and key therapeutic targets for subjects with diabetes and obesity.

摘要

患有糖尿病和肥胖症的受试者是一类代谢紊乱患者。本研究旨在探讨糖尿病和肥胖症患者的潜在生物标志物和预后靶点。从基因表达综合数据库(GEO)中下载了 GSE132831 的下一代测序(NGS)数据。使用 ToppGene 对差异表达基因(DEGs)进行功能富集分析。构建并分析了蛋白质-蛋白质相互作用网络、模块分析、靶基因-miRNA 调控网络和靶基因-TF 调控网络。此外,通过接收者操作特征(ROC)分析验证了关键基因。共观察到 872 个 DEGs,包括 439 个上调基因和 433 个下调基因。其次,功能富集分析表明,这些 DEGs 主要参与轴突导向、嗜中性粒细胞脱颗粒、质膜边界细胞突起组织和细胞激活。前十个关键基因(、、、、、、、、和)可作为糖尿病和肥胖症患者的潜在诊断指标。在糖尿病和肥胖症患者中验证了关键基因。通过综合生物信息学分析,本研究发现了用于诊断和预后的有效且可靠的分子生物标志物,为糖尿病和肥胖症患者提供了新的关键治疗靶点。

相似文献

1
Bioinformatics and Next-Generation Data Analysis for Identification of Genes and Molecular Pathways Involved in Subjects with Diabetes and Obesity.生物信息学和下一代数据分析在糖尿病和肥胖症患者中鉴定涉及的基因和分子途径。
Medicina (Kaunas). 2023 Feb 7;59(2):309. doi: 10.3390/medicina59020309.
2
Identification of candidate biomarkers and therapeutic agents for heart failure by bioinformatics analysis.生物信息学分析鉴定心力衰竭的候选生物标志物和治疗药物。
BMC Cardiovasc Disord. 2021 Jul 4;21(1):329. doi: 10.1186/s12872-021-02146-8.
3
Identification of key pathways and genes in polycystic ovary syndrome via integrated bioinformatics analysis and prediction of small therapeutic molecules.通过整合生物信息学分析和小分子治疗药物预测鉴定多囊卵巢综合征的关键途径和基因。
Reprod Biol Endocrinol. 2021 Feb 23;19(1):31. doi: 10.1186/s12958-021-00706-3.
4
Investigation of candidate genes and mechanisms underlying obesity associated type 2 diabetes mellitus using bioinformatics analysis and screening of small drug molecules.采用生物信息学分析和筛选小药物分子研究肥胖相关 2 型糖尿病的候选基因和机制。
BMC Endocr Disord. 2021 Apr 26;21(1):80. doi: 10.1186/s12902-021-00718-5.
5
Identification of biomarkers, pathways, and potential therapeutic targets for heart failure using next-generation sequencing data and bioinformatics analysis.使用下一代测序数据和生物信息学分析鉴定心力衰竭的生物标志物、途径和潜在治疗靶点。
Ther Adv Cardiovasc Dis. 2023 Jan-Dec;17:17539447231168471. doi: 10.1177/17539447231168471.
6
Identification of Key Pathways and Genes in Obesity Using Bioinformatics Analysis and Molecular Docking Studies.利用生物信息学分析和分子对接研究鉴定肥胖相关的关键通路和基因。
Front Endocrinol (Lausanne). 2021 Jun 24;12:628907. doi: 10.3389/fendo.2021.628907. eCollection 2021.
7
Integrated bioinformatics analysis reveals novel key biomarkers and potential candidate small molecule drugs in gestational diabetes mellitus.综合生物信息学分析揭示了妊娠糖尿病中新型关键生物标志物和潜在候选小分子药物。
Biosci Rep. 2021 May 28;41(5). doi: 10.1042/BSR20210617.
8
Integrated bioinformatics analysis for the screening of hub genes and therapeutic drugs in ovarian cancer.卵巢癌中枢纽基因和治疗药物的筛选的综合生物信息学分析。
J Ovarian Res. 2020 Jan 27;13(1):10. doi: 10.1186/s13048-020-0613-2.
9
Identification of novel genes associated with a poor prognosis in pancreatic ductal adenocarcinoma via a bioinformatics analysis.通过生物信息学分析鉴定与胰腺导管腺癌预后不良相关的新基因。
Biosci Rep. 2019 Aug 2;39(8). doi: 10.1042/BSR20190625. Print 2019 Aug 30.
10
Identification of candidate biomarkers and pathways associated with type 1 diabetes mellitus using bioinformatics analysis.基于生物信息学分析鉴定与 1 型糖尿病相关的候选生物标志物和通路。
Sci Rep. 2022 Jun 1;12(1):9157. doi: 10.1038/s41598-022-13291-1.

引用本文的文献

1
Identifying Hub Genes and miRNAs Associated with Alzheimer's Disease: A Bioinformatics Pathway to Novel Therapeutic Strategies.鉴定与阿尔茨海默病相关的枢纽基因和微小RNA:通往新型治疗策略的生物信息学途径
Biomolecules. 2024 Dec 20;14(12):1641. doi: 10.3390/biom14121641.
2
Novel Insights Into the Causal Effects and Shared Genetics Between Body Fat and Parkinson Disease.关于体脂与帕金森病之间因果关系和遗传共享的新见解。
CNS Neurosci Ther. 2024 Nov;30(11):e70132. doi: 10.1111/cns.70132.
3
High-Fat Diets Fed during Pregnancy Cause Changes to Pancreatic Tissue DNA Methylation and Protein Expression in the Offspring: A Multi-Omics Approach.

本文引用的文献

1
Decreased expression of ErbB2 on left ventricular epicardial cells in patients with diabetes mellitus.糖尿病患者左心室心外膜细胞中 ErbB2 表达降低。
Cell Signal. 2022 Aug;96:110360. doi: 10.1016/j.cellsig.2022.110360. Epub 2022 May 21.
2
Serum ErbB2 concentration positively correlated to the glycemic variations in newly diagnosed Type 2 diabetic patients.血清 ErbB2 浓度与新诊断的 2 型糖尿病患者的血糖变化呈正相关。
Sci Rep. 2022 Mar 23;12(1):4940. doi: 10.1038/s41598-022-07549-x.
3
Mediation role of body fat distribution (FD) on the relationship between CAV1 rs3807992 polymorphism and metabolic syndrome in overweight and obese women.
孕期高脂肪饮食导致后代胰腺组织 DNA 甲基化和蛋白质表达发生变化:一种多组学方法。
Int J Mol Sci. 2024 Jul 3;25(13):7317. doi: 10.3390/ijms25137317.
4
Sporadic Amyotrophic Lateral Sclerosis Skeletal Muscle Transcriptome Analysis: A Comprehensive Examination of Differentially Expressed Genes.散发性肌萎缩侧索硬化症骨骼肌转录组分析:差异表达基因的全面研究。
Biomolecules. 2024 Mar 20;14(3):377. doi: 10.3390/biom14030377.
5
Study on Potential Differentially Expressed Genes in Idiopathic Pulmonary Fibrosis by Bioinformatics and Next-Generation Sequencing Data Analysis.基于生物信息学和二代测序数据分析的特发性肺纤维化潜在差异表达基因研究
Biomedicines. 2023 Nov 21;11(12):3109. doi: 10.3390/biomedicines11123109.
6
Decoding the genetic relationship between Alzheimer's disease and type 2 diabetes: potential risk variants and future direction for North Africa.解读阿尔茨海默病与2型糖尿病之间的遗传关系:北非的潜在风险变异及未来方向。
Front Aging Neurosci. 2023 Jun 5;15:1114810. doi: 10.3389/fnagi.2023.1114810. eCollection 2023.
中心体蛋白 19 样蛋白(CAV1)rs3807992 多态性与超重和肥胖女性代谢综合征的关系及其体脂分布(FD)的中介作用。
BMC Med Genomics. 2021 Aug 12;14(1):202. doi: 10.1186/s12920-021-01050-6.
4
Interactive Association Between Intronic Polymorphism (rs10506151) of the LRRK2 Gene and Type 2 Diabetes on Neurodegenerative Diseases.LRRK2基因内含子多态性(rs10506151)与2型糖尿病在神经退行性疾病上的交互关联
Pharmgenomics Pers Med. 2021 Jul 13;14:839-847. doi: 10.2147/PGPM.S316158. eCollection 2021.
5
Investigation of candidate genes and mechanisms underlying obesity associated type 2 diabetes mellitus using bioinformatics analysis and screening of small drug molecules.采用生物信息学分析和筛选小药物分子研究肥胖相关 2 型糖尿病的候选基因和机制。
BMC Endocr Disord. 2021 Apr 26;21(1):80. doi: 10.1186/s12902-021-00718-5.
6
Combining bulk and single-cell RNA-sequencing data to reveal gene expression pattern of chondrocytes in the osteoarthritic knee.整合批量和单细胞RNA测序数据以揭示骨关节炎膝关节软骨细胞的基因表达模式。
Bioengineered. 2021 Dec;12(1):997-1007. doi: 10.1080/21655979.2021.1903207.
7
The Role of Adipose Tissue Lipolysis in Diet-Induced Obesity: Focus on Vimentin.脂肪组织脂解在饮食诱导肥胖中的作用:聚焦波形蛋白
Diabetes Metab J. 2021 Jan;45(1):43-45. doi: 10.4093/dmj.2020.0293. Epub 2021 Jan 22.
8
Length Polymorphism and Methylation Status of UPS29 Minisatellite of the Gene as Molecular Biomarker of Epilepsy. Sex Differences in Seizure Types and Symptoms.基因UPS29微卫星的长度多态性和甲基化状态作为癫痫的分子生物标志物。癫痫发作类型和症状的性别差异。
Int J Mol Sci. 2020 Dec 2;21(23):9206. doi: 10.3390/ijms21239206.
9
Induction of Core Circadian Clock Transcription Factor Bmal1 Enhances β-Cell Function and Protects Against Obesity-Induced Glucose Intolerance.诱导核心生物钟转录因子 Bmal1 增强β细胞功能并防止肥胖引起的葡萄糖不耐受。
Diabetes. 2021 Jan;70(1):143-154. doi: 10.2337/db20-0192. Epub 2020 Oct 21.
10
Calcium-Sensing Receptor in Adipose Tissue: Possible Association with Obesity-Related Elevated Autophagy.脂肪组织中的钙敏感受体:与肥胖相关的自噬升高可能存在关联。
Int J Mol Sci. 2020 Oct 15;21(20):7617. doi: 10.3390/ijms21207617.